| Presentation | 2005-05-17 Basic Property of a Quantum Neural Network Composed of Kane's Qubits Yuuki NAKAMIYA, Mitsunaga KINJO, Osamu TAKAHASHI, Shigeo SATO, Koji NAKAJIMA, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | It has been known a variety of optimization problems can be solved with a neural network, and a quantum computer executes real parallel computation. A quantum neural network has been proposed in order to in corporate quantum dynamics. In this paper, we test the possibility of real implementation of a quantum neural network with a nuclear spin as a qubit. First, we introduce the relation between spin and neuron, then describe the adiabatic Hamiltonian evolution applied for the state change. Next, we describe a real spin quantum system and show the simulation results. A nuclear spin system proposed by Kane behaves as a neuron with inhibitory interactions as expected in analogy to a Hopfield network. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | quantum neuron / quantum neural network / adiabatic evolution algorithm |
| Paper # | NLP2005-4 |
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| Committee | NLP |
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| Conference Date | 2005/5/10(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Nonlinear Problems (NLP) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Basic Property of a Quantum Neural Network Composed of Kane's Qubits |
| Sub Title (in English) | |
| Keyword(1) | quantum neuron |
| Keyword(2) | quantum neural network |
| Keyword(3) | adiabatic evolution algorithm |
| 1st Author's Name | Yuuki NAKAMIYA |
| 1st Author's Affiliation | Laboratory for Brainware/Laboratory for Nanoelectronics and Spintronics Research Institute of Electrical Communication, Tohoku University() |
| 2nd Author's Name | Mitsunaga KINJO |
| 2nd Author's Affiliation | Laboratory for Brainware/Laboratory for Nanoelectronics and Spintronics Research Institute of Electrical Communication, Tohoku University |
| 3rd Author's Name | Osamu TAKAHASHI |
| 3rd Author's Affiliation | Laboratory for Brainware/Laboratory for Nanoelectronics and Spintronics Research Institute of Electrical Communication, Tohoku University |
| 4th Author's Name | Shigeo SATO |
| 4th Author's Affiliation | Laboratory for Brainware/Laboratory for Nanoelectronics and Spintronics Research Institute of Electrical Communication, Tohoku University |
| 5th Author's Name | Koji NAKAJIMA |
| 5th Author's Affiliation | Laboratory for Brainware/Laboratory for Nanoelectronics and Spintronics Research Institute of Electrical Communication, Tohoku University |
| Date | 2005-05-17 |
| Paper # | NLP2005-4 |
| Volume (vol) | vol.105 |
| Number (no) | 49 |
| Page | pp.pp.- |
| #Pages | 5 |
| Date of Issue | |